• Adoption of alternative fuel vehicles: Influence from neighbors, family and coworkers 

      Jansson, Johan; Pettersson, Thomas; Mannberg, Andrea; Brännlund, Runar; Lindgren, Urban (Journal article; Tidsskriftartikkel; Peer reviewed, 2017-07)
      During the last years, many governments have set targets for increasing the share of biofuels in the transportation sector. Understanding consumer behavior is essential in designing policies that efficiently increase the uptake of cleaner technologies. In this paper we analyze adopters and non-adopters of alternative fuel vehicles (AFVs). We use diffusion of innovation theory and the established ...
    • Are they experts? Self-assessed backcountry skills among backcountry skiers in Norway and North America 

      Mannberg, Andrea; Hendrikx, Jordy; Johnson, Jerry (Conference object; Konferansebidrag, 2018)
      We analyze how backcountry skiers’ perceived ability to manage avalanche terrain correlate with more objective measures of experience and skills, among 1209 backcountry riders in Norway and North America. We further analyze if self-assessed backcountry skills are affected by past experience of avalanches and close calls, risk attitudes, and demographics. Our results suggest that self-assessed skill ...
    • Communicating public avalanche warnings – what works? 

      Engeset, Rune; Pfuhl, Gerit; Landrø, Markus; Mannberg, Andrea; Hetland, Audun (Journal article; Tidsskriftartikkel; Peer reviewed, 2018-09-20)
      Like many other mountainous countries, Norway has experienced a rapid increase in both recreational winter activities and fatalities in avalanche terrain during the past few decades: during the decade 2008–2017, 64 recreational avalanche fatalities were recorded in Norway. This is a 106% increase from that of the previous decade. In 2013, Norway therefore launched the National Avalanche Warning ...
    • Do recent trends in forecasted avalanche danger affect our perception of the current avalanche hazard? 

      Mannberg, Andrea; Hovem, Finn Kristoffer; Terum, Jens Andreas (Conference object; Konferansebidrag, 2018)
    • Effects of ‘doctor shopping’ behaviour on prescription of addictive drugs in Sweden 

      Zykova, Yana; Mannberg, Andrea; Myrland, Øystein (Journal article; Tidsskriftartikkel; Peer reviewed, 2022-01-22)
      Free choice of health care providers is aimed to improve the quality of health care by increasing both access to it and the competition between providers. However, it may also give patients possibilities for doctor shopping (DS) behaviour, i.e., visiting different providers to receive illicit drug prescriptions. Abuse of prescribed addictive drugs is a growing problem worldwide and is associated ...
    • How risky is it? Perceived risk among Norwegian backcountry riders 

      Mannberg, Andrea; Jordy, Hendrikx; Markus, Landrø; Martin, Ahrland Stefan (Conference object; Konferansebidrag, 2018)
      We use a hypothetical choice scenario to analyzefactors that affect the perceived risk of potentially risky backcountry terrain.Our results show thatfactors, which are expected to affect the objective level of risk (e.g., backcountry travel skills and experience), are correlated with the perceived level of risk. However, we also find suggestive evidence that social factors, which should not affect ...
    • Keeping up with Jeremy Jones: Positional preferences and risky terrain choices 

      Mannberg, Andrea; Hendrikx, Jordy; Johnson, Jerry (Conference object; Konferansebidrag, 2018-10-07)
      We use results from an online survey distributed in North America (N = 796), to analyze if backcountry riders’ level of contentment is affected by others’ backcountry activities, i.e., if they are positional, and if positionality for backcountry experiences is associated with increased risk-taking behavior. Our findings suggest that many are positional, and that positional preferences for challenging ...
    • Powder Fever and Its Impact on Decision-Making in Avalanche Terrain 

      Mannberg, Andrea; Hetland, Audun; Hendrikx, Jordy; Johnson, Jerry (Journal article; Tidsskriftartikkel; Peer reviewed, 2021-09-09)
      We examined the effect of emotions, associated with “powder fever”, on decision-making in avalanche terrain. Background: Skiing in avalanche terrain is a voluntary activity that exposes the participant to potentially fatal risk. Impaired decision-making in this context can therefore have devastating results, often with limited prior corrective feedback and learning opportunities. Previous research ...
    • Powder fever and its impact on decision-making in avalanche terrain 

      Mannberg, Andrea; Hendrikx, Jordy; Johnson, Jerry; Hetland, Audun (Journal article; Tidsskriftartikkel; Peer reviewed, 2021-09-09)
      We examined the effect of emotions, associated with “powder fever”, on decision-making in avalanche terrain. Background: Skiing in avalanche terrain is a voluntary activity that exposes the participant to potentially fatal risk. Impaired decision-making in this context can therefore have devastating results, often with limited prior corrective feedback and learning opportunities. Previous research ...
    • Relative consumption of housing: Marginal saving subsidies and income taxes as a second-best policy? 

      Aronsson, Thomas; Mannberg, Andrea (Journal article; Tidsskriftartikkel; Peer reviewed, 2015-05-29)
      This paper analyzes whether marginal taxation of labor and capital income are useful second best instruments for internalizing the externalities caused by conspicuous housing consumption, when the government is unable to implement a first best corrective tax on housing wealth. The rationale for studying income taxation in this particular context is that first best taxes on housing wealth may be ...
    • Rethinking the Heuristic Traps Paradigm in Avalanche Education: Past, Present and Future 

      Johnson, Jerry; Mannberg, Andrea; Hendrikx, Jordy; Hetland, Audun; Stephensen, Matthew (Journal article; Tidsskriftartikkel; Peer reviewed, 2020-08-27)
      This paper will review the emergence and adoption of decision heuristics as a conceptual framework within the avalanche research and education community and demonstrate how this emphasis on the heuristic decision framework has anchored and was critical in redefining the discussion around avalanche accidents. This paradigm has been a critical and meaningful step in recognizing the importance of ...
    • Risky positioning–social aspirations and risk-taking behaviour in avalanche terrain 

      Mannberg, Andrea; Hendrikx, Jordy; Johnson, Jerry (Journal article; Tidsskriftartikkel; Peer reviewed, 2020-10-09)
      We test if positionality, i.e., the desire to gain social status, is associated with an increased willingness to take risk among backcountry riders. If positional preferences drive risk-taking behaviour in avalanche terrain, this is especially problematic because the stakes are high and can be fatal. Our analysis is based on data for hypothetical choices from an online survey (N = 648) in North ...
    • Social identity and risky leisure activities: implications for welfare and policy 

      Mannberg, Andrea; Sjogren, Tomas (Journal article; Tidsskriftartikkel; Peer reviewed, 2022-02-22)
      In this paper, we build on theories in psychology and economics and link positional preferences to private agents’ identification with a social group, and the social norms present in that group. The purpose of our paper is to analyze behavioral, welfare, and policy implications of a link between private agents´ social identity and a risky leisure activity. Our results suggest that, when the outcome ...
    • Tracking decision-making of backcountry users using GPS tracks and participant surveys 

      Hendrikx, Jordy; Johnson, Jerry; Mannberg, Andrea (Journal article; Tidsskriftartikkel; Peer reviewed, 2022-06-03)
      Snow avalanches are a significant natural hazard representing the primary risk of death to backcountry travelers in many alpine countries. Careful use of backcountry terrain through effective decision making can mitigate the risk of dangerous snowpack conditions, but requires relevant knowledge and experience. We present the results from a large-scale crowd sourced data collection method from ...
    • Trend effects on perceived avalanche hazard 

      Terum, Jens Andreas; Mannberg, Andrea; Hovem, Finn Kristoffer (Journal article; Tidsskriftartikkel; Peer reviewed, 2022-08-30)
      Hazard-level forecasts constitute an important risk mitigation tool to reduce loss of economic values and human life. Avalanche forecasts represent an example of this. As for many other domains, avalanche risk is communicated using a color-coded, categorical risk scale aimed at informing the public about past, current, and future risk. We report the results from three experiments in which we ...
    • Who's at risk in the backcountry? Effects of individual characteristics on hypothetical terrain choices 

      Mannberg, Andrea; Hendrikx, Jordy; Landrø, Markus; Ahrland Stefan, Martin (Journal article; Tidsskriftartikkel; Peer reviewed, 2018-08-18)
      We use data from an online survey in Norway (N = 467, 73% male; age: M = 34, SD = 10.07) to analyze hypothetical choices in hazardous avalanche terrain. We further analyze differences in stated preference for and willingness to accept to ski relatively risky terrain. Our results suggest that risk attitudes and perception constitute important determinants for hypothetical terrain choices. We further ...
    • With whom, and about what, do we compete for social status? Effects of social closeness and relevance of reference groups for positional concerns 

      Mageli, Ingvild Elisabeth Ruud; Mannberg, Andrea; Eirik Eriksen, Heen (Journal article; Tidsskriftartikkel; Peer reviewed, 2022-03-24)
      We used an experimental approach to test if there is a link between positional preferences and the social <i>closeness</i> and <i>relevance</i> of the reference group. More specifically, we tested if people are more positional when they compare with friends and colleagues than when they compare to an anonymous person in society. We further tested if the gender of the members in the reference group ...